Best Codeless Automation Testing Tools in 2023

In this list, we cover the top codeless automation testing tools for 2023, with a brief overview of each tool's features, pricing, and benefits to help readers make an informed decision.

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With the advent of agile and DevOps culture, we’re already embracing digital transformation. Organizations globally are looking for newer technologies and tools to innovate, enhance productivity and deliver faster.

If we talk about testing itself — automation has taken us several leaps ahead; QA teams have solidified test efficiency and coverage even further. Gone are the days when automation testers had to learn coding to write test scripts. Enter codeless automation testing, which is one of the latest software trends to look out for.

As per Onometra’s software testing trends, codeless automation testing will witness an increase. Let’s understand what codeless automation testing is and why you should adopt it if you haven’t yet.

Before proceeding, if you’re interested in understanding software testing trends , check our article out.

What is Codeless Automation Testing?

What is Codeless Automation Testing

As the name suggests, codeless automation testing is a testing methodology that doesn’t require writing the code. As a QA tester, if you’re able to write your test cases in English, it’s what codeless test automation is. Testers don’t have to learn to code as codeless automation testing tools can translate their inputs into scripts.

With codeless automation testing, we can exponentially reduce the time and effort to automate. Plus, we don’t always have to learn new languages. That’s a brownie point, right there!

For successful codeless automation testing, tools are of immense value. In this post, we’ll discuss some of the best codeless automation testing tools and why you should choose them. Before that, let’s look at some ideal features these tools should have:

  • Should be easy to use

  • Should have features that make test maintenance easier

  • Should be platform-agnostic

  • Should help you save time, money, and resources

For an in-depth understanding of codeless automation testing, read A Guide to Codeless Testing.

For the best codeless automation testing tools for your needs, check out our analysis below.


Testsigma is built for Agile teams that ship quality releases at speed. While you can still customize the platform using Java, for the most part, you can just write, run, debug, and analyze self-healing tests in simple English for web, mobile apps, APIs, databases, and more using Testsigma, making it a one-stop shop for everything you need to set up and scale codeless test automation.

Testsigma - codeless-automation-testing-tools


  • Easy Test Creation: Testsigma's codeless test automation platform allows users to create tests using natural language without requiring any coding skills. This feature makes test creation quick and easy for testers and non-technical team members alike.

  • Scalability: Testsigma offers a built-in test lab with 3000+ real devices and browsers on high availability cloud, making it easy to scale your test automation efforts. You can run tests simultaneously across multiple devices, reducing your chances of critical compatibility bugs slipping to production as well as your overall test execution time.

  • Self-Healing Tests: Testsigma's intelligent algorithm automatically detects and fixes page elements. This feature saves time and effort in maintaining test scripts and ensures that tests continue to run smoothly, even when changes are made to the application under test.

  • Comprehensive Test Reports: You can generate detailed test reports that include information about test results, test execution time, device details, and other important testing metrics. These reports help in identifying quality trends over time.

  • Built-In Integrations: Testsigma has native integrations with popular tools like Jira, Jenkins, GitHub, Slack, and other tools commonly used by development teams. This integration provides better collaboration among team members and ensures continuous delivery and testing.

  • Visual Testing: Testsigma offers visual testing features that help in identifying visual changes across different browsers, devices, and operating systems. The visual testing feature captures screenshots of your application and compares them with baseline images, highlighting any differences that need to be addressed.

With features like parallel test execution, continuous testing, and comprehensive test reports, Testsigma helps teams achieve faster release cycles and faster feedback loops.

See how Testsigma's ease of use enabled PerfectMind to reach 90% automated test coverage in less than 12 months.

Read the story


Mabl - codeless-automation-testing-tools

Mabl is a codeless automation testing tool that provides end-to-end testing solutions. This cloud-based testing tool can be seamlessly integrated with CI/CD tools.

On Mabl, tests can be run on emulators; it also has a feature that mimics desktops or mobile devices, and you’ve got the flexibility to choose screen orientation and devices (for instance, OnePlus 7, iPhone 12, etc.) that you’d like to perform tests on.


  • Auto healing: Mabl is an AI-powered test automation tool that combines human and machine intelligence to auto-heal.

  • API testing: You can automate API tests and browser tests simultaneously.

  • Cloud-based: This doesn’t require any additional setup; can be scaled up or down based on the project requirement.

  • Parallel test execution: Time-saving and cost-effective as tests can be run at the same time.

  • Analytics dashboard: Generates reports for analyzing test reports, statistics, etc.

  • Data-driven testing

  • Supports regression testing

  • Bug management: Can be integrated with Jenkins, Slack, Bamboo, JIRA, etc. to quickly collaborate, communicate, and fix bugs with teams.

  • Tests for web, cross-browser, mobile, hybrid apps can be automated from the same place.

  • Price: Custom plan; get in touch with them for a quote.


perfecto - codeless-automation-testing-tools

Formerly known as TestCraft, Perfecto is a scriptless automation testing tool that is powered by AI. Perfecto’s cloud comes with hundreds of real devices with various browser and OS combinations. It can be integrated with CI/CD tools.

This codeless testing tool is simple to learn and AI automatically corrects errors wherever necessary. Plus, Perfecto generates Selenium test scripts after you write tests in English.


  • Auto healing: AI is capable of healing 97% of broken tests.

  • API testing: API testing on Perfecto is quick, offers advanced validation and scalability.

  • Cloud-based: It is cloud-based and can be accessed from anywhere.

  • Parallel test execution: You can run tests simultaneously on various platforms and environments.

  • Analytics & reports: Perfecto sends out insightful reports after every run.

  • Behaviour-driven testing

  • Supports regression testing

  • Bug management: Bug reports and crashes are reported via logs and screenshots along with recommendations for bug fixes.

  • You can automate tests for mobile, web, app, hybrid apps, cross-browser, etc. from the same place.

  • Price: Custom plan for no-code automation; you can contact Perfecto for a quote


Leapwork - codeless-automation-testing-tools

Whether your background is technical or not — Leapwork lets you learn and automate test cases quite quickly. This codeless automation testing tool allows building test cases virtually via design flow charts.

You can automate a wide range of apps, including desktop, SAP, Citrix, mobile, web, and cloud-based ones. It supports CI/CD tools. You can run tests by importing data from spreadsheets, web services, and databases.


  • Auto healing: Utilizes NLP and AI for self-healing

  • API testing: Supports API testing and it comes with a REST API that lets third-party systems automate any flows on Leapwork.

  • Cloud-based

  • Parallel test execution: Supports running tests in multiple environments via Selenium Grid or cloud-based tools like BrowserStack and Sauce Labs.

  • Analytics & reports: Leapwork has an exhaustive analytics dashboard that fetches performance reports; it’s also customizable and can be integrated with Tableau and Power BI.

  • Data-driven testing

  • Supports regression testing

  • Bug management: Leapwork offers a hyper-visual bug management system where it shows bugs in three forms: activity log, video recordings of the bugs, and a debug version of the automation flow with data insights.

  • This tool supports testing mobile, web, cross-browser, hybrid apps, etc., from the same place.

  • Price: Custom quote

Ranorex Studio

Ranorex-Studio - codeless-automation-testing-tools

Ranorex Studio is a codeless test automation tool that supports tech stacks such as .NET, C#, HTML5, Java, etc. It can be integrated with major CI/CD tools, and it’s particularly great for GUI testing. Like most codeless automation testing tools, Ranorex also comes with features like drag and drop, capture and replay, and recording, etc.


  • Auto healing: Ranorex self heals using object recognition to dodge exceptions and decrease manual maintenance

  • Supports API testing

  • Cloud-based: It’s fully cloud-based and offers a remote working functionality called ‘Ranorex Remote’ for teams to collaborate and work from anywhere.

  • Parallel test execution: You can run tests parallelly on physical servers, virtual servers, or Selenium grids.

  • Analytics & reports: With Ranorex, you can analyze test results via an XML-based test run report; the dashboard can be customized based on your preference

  • Data-driven testing, keyword-driven testing

  • Supports regression testing

  • Bug management: This tool reports bugs via screenshots and logs. For UI testing, it comes with an in-built image comparison feature that helps you identify errors quickly.

  • You can automate tests for mobile, web, cross-browser, hybrid apps, etc., from the same platform.

  • Price: Very expensive, it begins at $3,590.


Katalon - codeless-automation-testing-tools

Katalon is a codeless testing platform that can be integrated with multiple CI/CD tools, DevOps, and any cloud-based services. While it is great for beginners, it offers extensive script extension and customization for experts.

Apart from the cloud, it can be used on local machines too. Katalon’s store offers myriad plugins that can effectively improve the testing capabilities too.


  • Auto healing: Katalon uses AI-powered XPath options for auto-healing, object location, and adapting to changes.

  • API testing: Katalon is API-centric, and it supports REST, SOAP/1.1, and SOAP/1.2 requests.

  • Cloud-based: It can be accessed via the cloud and on local machines.

  • Parallel test execution: You can run tests on multiple devices, browsers, and environments simultaneously.

  • Analytics & reports: Generates status reports and performance reports with a visual demonstration of test runs, crashes, performance, etc.

  • Data-driven testing, behaviour-driven testing

  • Supports regression testing

  • Bug management: This tool has an advanced debugger that accelerates ad hoc inspection and catches any bugs, changes, etc. easily.

  • You can perform web, mobile, and desktop testing from the same project.

  • Price: It begins at $599 per year.

At a glance, let’s look at the following table to understand the features of all these codeless automation testing tools.

Codeless tools comparison - codeless-automation-testing-tools

Now that we’ve discussed the best codeless automation testing tools, tell us which one you’re keen on exploring. And if you’ve been using any other tool, tell us about it in the comments section.

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Frequently asked questions
Codeless Automation Testing Tools are software applications that allow testers to create automated tests without having to write any code. These tools use visual interfaces, drag-and-drop features, and pre-built test components to help testers create and run automated tests quickly and efficiently. Codeless Automation Testing Tools can help reduce the time and effort required for testing and improve the overall quality of the application. Testsigma is one such tool that provides a codeless approach to test automation.
Testsigma is one of the best and easiest codeless automation testing tools in the market today. It offers a user-friendly interface and a codeless approach to test automation, making it easy for both technical and non-technical users to create and run automated tests. Testsigma provides a range of features for testing web, mobile, and API applications, including functional testing, regression testing, cross-browser testing, and mobile testing. With TestSigma, you can achieve faster time-to-market, improve application quality, and enhance the overall user experience.